Pylon Metric
Customer Support
First Response Time = First Agent Reply Timestamp − Conversation Created Timestamp
First Response Time (FRT) measures the elapsed time from when a customer initiates a conversation to when they receive the first human reply from a support agent across any Pylon channel. Speed of initial acknowledgement strongly influences customer perception of the entire support interaction.
Full guide: definition, formula, and benchmarksPylonCustomer SupportFirst Response Time
First Response Time (FRT) measures the elapsed time from when a customer initiates a conversation to when they receive the first human reply from a support agent across any Pylon channel. Speed of initial acknowledgement strongly influences customer perception of the entire support interaction.
How to calculate first response time
Why first response time matters for Pylon users
The first response sets the tone. Even if resolution takes time, a fast acknowledgement tells the customer they have been heard. Slow first responses amplify frustration and increase the likelihood of channel-switching or abandonment.
For Pylon teams managing support across Slack, email, and other channels, FRT expectations vary by channel. Slack conversations demand near-instant responses, while email allows more time. Tracking FRT by channel ensures each channel meets appropriate expectations.
Understand and act on first response time with KPI Tree
Sync conversation timeline data from Pylon into your warehouse and compute FRT by channel in KPI Tree. Position it as a key input to CSAT and customer effort score in your metric tree.
Assign RACI ownership to team leads with SLA targets by channel and priority, and configure alerts when FRT exceeds thresholds.
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Related Pylon metrics
Average Resolution Time
Customer SupportMetric Definition
Resolution Time = Conversation Resolved Timestamp − Conversation Created Timestamp
Resolution Time measures the total elapsed time from when a customer opens a conversation across any Pylon channel to when it is marked as resolved. It encompasses first response time, investigation, back-and-forth exchanges, and any internal waiting periods. It is a primary indicator of support efficiency.
Customer Satisfaction Score
Customer SupportMetric Definition
CSAT = Positive Ratings / Total Ratings × 100
Customer Satisfaction Score (CSAT) measures the percentage of customers who rate their support experience positively after a Pylon conversation. It is the most widely used indicator of support quality and directly reflects whether agents are meeting customer expectations across all channels.
Channel Performance Analysis
Customer SupportMetric Definition
Channel Performance Analysis compares key support metrics - response time, resolution time, CSAT, and volume - across the communication channels managed by Pylon, including Slack, email, in-app chat, and social media. It reveals which channels deliver the best customer experience and where investment should be directed.
Message Response Time by Priority
Customer SupportMetric Definition
Response Time = Agent Reply Timestamp − Customer Message Timestamp (per priority)
Message Response Time by Priority measures agent response times segmented by conversation priority level - critical, high, medium, and low. It ensures that the most urgent issues receive the fastest attention and that SLA commitments by priority tier are being met.
Explore first response time across integrations
All Pylon metrics
Account Health ScoreAgent Productivity ScoreAgent Specialisation AnalysisChannel Performance AnalysisConversation Handoff AnalysisConversation Sentiment AnalysisConversation Volume TrendsCross-Channel Journey AnalysisCustom Field UtilisationCustomer Contact FrequencyCustomer Effort ScoreCustomer Satisfaction ScoreEscalation RateIssue Category DistributionIssue Recurrence RateKnowledge Gap IdentificationMessage Response Time by PriorityPeak Hours AnalysisRepeat Contact RateAverage Resolution TimeSupport Cost per ContactTag Usage PatternsTeam Workload DistributionEmpower your team to understand and act on Pylon data
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